气候变化领域集成服务门户(CCPortal): A 16-year dataset (2000-2015) of high-resolution (3 h, 10 km) global surface solar radiation

CCPortal

DOI	10.5194/essd-11-1905-2019
	A 16-year dataset (2000-2015) of high-resolution (3 h, 10 km) global surface solar radiation
	Tang, Wenjun; Yang, Kun; Qin, Jun; Li, Xin; Niu, Xiaolei
通讯作者	Tang, WJ (通讯作者)
发表日期	2019
ISSN	1866-3508
EISSN	1866-3516
起始页码	1905
结束页码	1915
卷号	11 期号:4
英文摘要	The recent release of the International Satellite Cloud Climatology Project (ISCCP) HXG cloud products and new ERA5 reanalysis data enabled us to produce a global surface solar radiation (SSR) dataset: a 16-year (2000-2015) high-resolution (3 h, 10 km) global SSR dataset using an improved physical parameterization scheme. The main inputs were cloud optical depth from ISCCP-HXG cloud products; the water vapor, surface pressure and ozone from ERA5 reanalysis data; and albedo and aerosol from Moderate Resolution Imaging Spectroradiometer (MODIS) products. The estimated SSR data were evaluated against surface observations measured at 42 stations of the Baseline Surface Radiation Network (BSRN) and 90 radiation stations of the China Meteorological Administration (CMA). Validation against the BSRN data indicated that the mean bias error (MBE), root mean square error (RMSE) and correlation coefficient (R) for the instantaneous SSR estimates at 10 km scale were -11.5 W m(-2), 113.5 W m(-2) and 0.92, respectively. When the estimated instantaneous SSR data were up-scaled to 90 km, its error was clearly reduced, with RMSE decreasing to 93.4 W m(-2) and R increasing to 0.95. For daily SSR estimates at 90 km scale, the MBE, RMSE and R at the BSRN were -5.8 Wm-2, 33.1 W m(-2) and 0.95, respectively. These error metrics at the CMA radiation stations were 2.1 W m(-2), 26.9 W m(-2) and 0.95, respectively. Comparisons with other global satellite radiation products indicated that our SSR estimates were generally better than those of the ISCCP flux dataset (ISCCP-FD), the global energy and water cycle experiment surface radiation budget (GEWEX-SRB), and the Earth's Radiant Energy System (CERES). Our SSR dataset will contribute to the land-surface process simulations and the photovoltaic applications in the future.
关键词	PHOTOSYNTHETICALLY ACTIVE RADIATION SHORTWAVE RADIATION QUALITY-CONTROL SATELLITE IRRADIANCE PRODUCTS CLOUD CHINA VARIABILITY ATMOSPHERE
语种	英语
WOS研究方向	Geology ; Meteorology & Atmospheric Sciences
WOS类目	Geosciences, Multidisciplinary ; Meteorology & Atmospheric Sciences
WOS记录号	WOS:000502288000001
来源期刊	EARTH SYSTEM SCIENCE DATA
来源机构	中国科学院青藏高原研究所
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/259406
推荐引用方式 GB/T 7714	Tang, Wenjun,Yang, Kun,Qin, Jun,et al. A 16-year dataset (2000-2015) of high-resolution (3 h, 10 km) global surface solar radiation[J]. 中国科学院青藏高原研究所,2019,11(4).
APA	Tang, Wenjun,Yang, Kun,Qin, Jun,Li, Xin,&Niu, Xiaolei.(2019).A 16-year dataset (2000-2015) of high-resolution (3 h, 10 km) global surface solar radiation.EARTH SYSTEM SCIENCE DATA,11(4).
MLA	Tang, Wenjun,et al."A 16-year dataset (2000-2015) of high-resolution (3 h, 10 km) global surface solar radiation".EARTH SYSTEM SCIENCE DATA 11.4(2019).